| Number of Variables | 14 |
|---|---|
| Number of Rows | 10000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.6 MB |
| Average Row Size in Memory | 276.4 B |
| Variable Types |
|
| RowNumber is uniformly distributed | Uniform |
|---|---|
| Balance is skewed | Skewed |
| Surname has a high cardinality: 2932 distinct values | High Cardinality |
| NumOfProducts has constant length 1 | Constant Length |
| HasCrCard has constant length 1 | Constant Length |
| IsActiveMember has constant length 1 | Constant Length |
| Exited has constant length 1 | Constant Length |
| Balance has 3617 (36.17%) zeros | Zeros |
numerical
| Approximate Distinct Count | 10000 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 5000.5 |
| Minimum | 1 |
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 500.95 |
| Q1 | 2500.75 |
| Median | 5000.5 |
| Q3 | 7500.25 |
| 95-th Percentile | 9500.05 |
| Maximum | 10000 |
| Range | 9999 |
| IQR | 4999.5 |
| Mean | 5000.5 |
|---|---|
| Standard Deviation | 2886.8957 |
| Variance | 8.3342×1006 |
| Sum | 5.0005×1007 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5773 |
numerical
| Approximate Distinct Count | 10000 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 1.5691×1007 |
| Minimum | 1.5566×1007 |
| Maximum | 1.5816×1007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.5566×1007 |
|---|---|
| 5-th Percentile | 1.5579×1007 |
| Q1 | 1.5629×1007 |
| Median | 1.5691×1007 |
| Q3 | 1.5753×1007 |
| 95-th Percentile | 1.5803×1007 |
| Maximum | 1.5816×1007 |
| Range | 249989 |
| IQR | 124705.5 |
| Mean | 1.5691×1007 |
|---|---|
| Standard Deviation | 71936.1861 |
| Variance | 5.1748×1009 |
| Sum | 1.5691×1011 |
| Skewness | 0.001149 |
| Kurtosis | -1.1961 |
| Coefficient of Variation | 0.004585 |
categorical
| Approximate Distinct Count | 2932 |
|---|---|
| Approximate Unique (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 697.6 KB |
| Mean | 6.4349 |
|---|---|
| Standard Deviation | 2.2739 |
| Median | 6 |
| Minimum | 2 |
| Maximum | 23 |
| 1st row | Hargrave |
|---|---|
| 2nd row | Hill |
| 3rd row | Onio |
| 4th row | Boni |
| 5th row | Mitchell |
| Count | 63946 |
|---|---|
| Lowercase Letter | 53647 |
| Space Separator | 55 |
| Uppercase Letter | 10299 |
| Dash Punctuation | 19 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 460 |
|---|---|
| Approximate Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 650.5288 |
| Minimum | 350 |
| Maximum | 850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 350 |
|---|---|
| 5-th Percentile | 489 |
| Q1 | 584 |
| Median | 652 |
| Q3 | 718 |
| 95-th Percentile | 812 |
| Maximum | 850 |
| Range | 500 |
| IQR | 134 |
| Mean | 650.5288 |
|---|---|
| Standard Deviation | 96.6533 |
| Variance | 9341.8602 |
| Sum | 6.5053×1006 |
| Skewness | -0.0716 |
| Kurtosis | -0.4261 |
| Coefficient of Variation | 0.1486 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 693.4 KB |
| Mean | 6.0032 |
|---|---|
| Standard Deviation | 0.7061 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 7 |
| 1st row | France |
|---|---|
| 2nd row | Spain |
| 3rd row | France |
| 4th row | France |
| 5th row | Spain |
| Count | 60032 |
|---|---|
| Lowercase Letter | 50032 |
| Space Separator | 0 |
| Uppercase Letter | 10000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 682.7 KB |
| Mean | 4.9086 |
|---|---|
| Standard Deviation | 0.9959 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
| Count | 49086 |
|---|---|
| Lowercase Letter | 39086 |
| Space Separator | 0 |
| Uppercase Letter | 10000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 70 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 38.9218 |
| Minimum | 18 |
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 18 |
|---|---|
| 5-th Percentile | 25 |
| Q1 | 32 |
| Median | 37 |
| Q3 | 44 |
| 95-th Percentile | 60 |
| Maximum | 92 |
| Range | 74 |
| IQR | 12 |
| Mean | 38.9218 |
|---|---|
| Standard Deviation | 10.4878 |
| Variance | 109.9941 |
| Sum | 389218 |
| Skewness | 1.0112 |
| Kurtosis | 1.394 |
| Coefficient of Variation | 0.2695 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 5.0128 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 413 |
| Zeros (%) | 4.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 5 |
| Q3 | 7 |
| 95-th Percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| IQR | 5 |
| Mean | 5.0128 |
|---|---|
| Standard Deviation | 2.8922 |
| Variance | 8.3647 |
| Sum | 50128 |
| Skewness | 0.01099 |
| Kurtosis | -1.1652 |
| Coefficient of Variation | 0.577 |
numerical
| Approximate Distinct Count | 6382 |
|---|---|
| Approximate Unique (%) | 63.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 76485.8893 |
| Minimum | 0 |
| Maximum | 250898.09 |
| Zeros | 3617 |
| Zeros (%) | 36.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 97198.54 |
| Q3 | 127644.24 |
| 95-th Percentile | 162711.669 |
| Maximum | 250898.09 |
| Range | 250898.09 |
| IQR | 127644.24 |
| Mean | 76485.8893 |
|---|---|
| Standard Deviation | 62397.4052 |
| Variance | 3.8934×1009 |
| Sum | 7.6486×1008 |
| Skewness | -0.1411 |
| Kurtosis | -1.4893 |
| Coefficient of Variation | 0.8158 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 644.5 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10000 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 644.5 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10000 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 644.5 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10000 |
numerical
| Approximate Distinct Count | 9999 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 156.2 KB |
| Mean | 100090.2399 |
| Minimum | 11.58 |
| Maximum | 199992.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 11.58 |
|---|---|
| 5-th Percentile | 9851.8185 |
| Q1 | 51002.11 |
| Median | 100193.915 |
| Q3 | 149388.2475 |
| 95-th Percentile | 190155.3755 |
| Maximum | 199992.48 |
| Range | 199980.9 |
| IQR | 98386.1375 |
| Mean | 100090.2399 |
|---|---|
| Standard Deviation | 57510.4928 |
| Variance | 3.3075×1009 |
| Sum | 1.0009×1009 |
| Skewness | 0.002085 |
| Kurtosis | -1.1815 |
| Coefficient of Variation | 0.5746 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 644.5 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10000 |